https://github.com/Dev-Art-Solutions/SmoothLingua
SmoothLingua is an open-source conversational AI platform that empowers you to create and deploy intelligent conversational agents. It offers a versatile and customizable framework for building smart chatbots capable of comprehending and responding to user input.
https://github.com/Dev-Art-Solutions/SmoothLingua
Last synced: 3 months ago
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SmoothLingua is an open-source conversational AI platform that empowers you to create and deploy intelligent conversational agents. It offers a versatile and customizable framework for building smart chatbots capable of comprehending and responding to user input.
- Host: GitHub
- URL: https://github.com/Dev-Art-Solutions/SmoothLingua
- Owner: Dev-Art-Solutions
- License: mit
- Created: 2023-12-31T04:19:52.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2024-05-30T22:37:43.000Z (over 1 year ago)
- Last Synced: 2025-08-23T01:01:29.277Z (4 months ago)
- Language: C#
- Homepage:
- Size: 183 KB
- Stars: 7
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# SmoothLingua
SmoothLingua is an open-source conversational AI platform that empowers you to create and deploy intelligent conversational agents. It offers a versatile and customizable framework for building smart chatbots capable of comprehending and responding to user input.
## Features
- **Intent Recognition:** Train your model to recognize user intents, such as greetings, farewells, inquiries, and more.
- **Story Management:** Define conversation flows using stories, specifying sequences of intents and corresponding bot responses.
- **Rule-Based Responses:** Create rules to handle specific scenarios and ensure precise responses.
- **Trainer Module:** Train your conversational agent with ease using the built-in trainer module.
- **Extensibility:** Extend SmoothLingua to integrate with your existing systems and services.
## Build status
## Quick Start
### Installation
Install SmoothLingua via NuGet Package Manager Console:
```bash
Install-Package SmoothLingua
```
### Example
```
using SmoothLingua;
using SmoothLingua.Abstractions;
using SmoothLingua.Abstractions.Stories;
MemoryStream memoryStream = new MemoryStream();
Trainer trainer = new Trainer();
trainer.Train(new Domain(
new List()
{
new SmoothLingua.Abstractions.NLU.Intent("Greeting",
new List(){ "Hello", "Hi" }),
new SmoothLingua.Abstractions.NLU.Intent("Good",
new List(){ "I am fine", "I am good, thank you" }),
new SmoothLingua.Abstractions.NLU.Intent("Bad",
new List(){ "I am feeling bad", "I am not good" }),
new SmoothLingua.Abstractions.NLU.Intent("Bye",
new List(){ "Good bye", "Bye" })
},
new List()
{
new Story("Good", new List()
{
new IntentStep("Greeting"),
new ResponseStep("Hello from bot!"),
new IntentStep("Good"),
new ResponseStep("I am glad to hear that!")
}),
new Story("Bad", new List()
{
new IntentStep("Greeting"),
new ResponseStep("Hello from bot!"),
new IntentStep("Bad"),
new ResponseStep("I am sorry to hear that!")
})
},
new List()
{
new SmoothLingua.Abstractions.Rules.Rule("Bye","Bye","Bye")
}
), memoryStream).Wait();
var conversationId = Guid.NewGuid().ToString();
var agent = await AgentLoader.Load(new MemoryStream(memoryStream.GetBuffer()));
var response = agent.Handle(conversationId, "bye");
Console.WriteLine($"Intent:{response.IntentName}");
foreach (var text in response.Messages)
{
Console.WriteLine($"Response:{text}");
}
response = agent.Handle(conversationId, "hello");
Console.WriteLine($"Intent:{response.IntentName}");
foreach (var text in response.Messages)
{
Console.WriteLine($"Response:{text}");
}
response = agent.Handle(conversationId, "I am fine");
Console.WriteLine($"Intent:{response.IntentName}");
foreach (var text in response.Messages)
{
Console.WriteLine($"Response:{text}");
}
response = agent.Handle(conversationId, "hello");
Console.WriteLine($"Intent:{response.IntentName}");
foreach (var text in response.Messages)
{
Console.WriteLine($"Response:{text}");
}
response = agent.Handle(conversationId, "I am bad");
Console.WriteLine($"Intent:{response.IntentName}");
foreach (var text in response.Messages)
{
Console.WriteLine($"Response:{text}");
}
```